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What is an LLM and how does it work?

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Answer

A Language Model (LLM) is a type of artificial intelligence designed to understand and generate human language. It works by analyzing vast amounts of text data to learn patterns, grammar, context, and semantics. The model uses deep learning techniques, particularly neural networks, to predict the likelihood of a sequence of words. When given a prompt, the LLM generates coherent text based on the patterns it has learned, making it useful for applications such as chatbots, content generation, and translation.

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Jose P., AI/Machine Learning Developer at Softaims

Jose P.

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My name is Jose P. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Data Analytics, Python, Data Science, Machine Learning, Docker, etc.. I hold a degree in Bachelor of Science (BS), Bachelor of Science (BS), Master's degree. Some of the notable projects I’ve worked on include: Computer vision: auto-tooling for the game Cookie Clicker, Minerva Hydraulics™, Natural Language to SQL Agent, Advanced drilling analytics, Web app with Machine Learning and Generative AI. I am based in Calgary, Canada. I've successfully completed 5 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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Profile of Fetsum A., Full Stack Developer at Softaims
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Fetsum A., Full Stack Developer at Softaims

Fetsum A.

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My name is Fetsum A. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Python, Back-End Development, ExpressJS, node.js, Flutter, etc.. I hold a degree in , Bachelor of Science (BS). Some of the notable projects I’ve worked on include: www.tryfinanceiq.com - Financial Management & Analytics Platform, TheVillaList – Luxury Villa Booking Platform with AI Assistant, Bazar, Atrons. I am based in Addis Ababa, Ethiopia. I've successfully completed 4 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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Leonardo P., Data Engineer at Softaims

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My name is Leonardo P. and I have over 12 years years of experience in the tech industry. I specialize in the following technologies: Python, SQL, Data Integration, Fivetran, Databricks Platform, etc.. I hold a degree in Bachelor's, Other. Some of the notable projects I’ve worked on include: Recommended LLMs (Private + Secure), Example LLM-Powered DQ Workflows, Cloud Data Platform, LLM-Powered Data Architecture, LLM-Powered Workflow. I am based in Florianopolis, Brazil. I've successfully completed 4 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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Profile of Taha H., Data Scientist at Softaims
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Taha H., Data Scientist at Softaims

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My name is Taha H. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: Machine Learning, FastAPI, Python, AI Agent Development, LangChain, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Spellbook Onboarding AI Agent, AI-Powered Academic Assistant Suite Prompt-Driven Automation, AI-Powered Clinical Insights & Symptom Checker Platform, Multi-Agent Automation Workflow Orchestration Using n8n, Automation via Make.com & GPT, etc.. I am based in Portland, United States. I've successfully completed 13 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Profile of Jawad k., Full Stack Developer at Softaims
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Jawad k., Full Stack Developer at Softaims

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My name is Jawad k. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: React Native, Kotlin, Swift, React, node.js, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Success.ai (AI-based SaaS App) MERN, OpenAI, AWS, ConnectPath.cx (WebRTC/Twilio based Calling Platform)- CCaaS, Lantern.Finance (Crypto based FinTech Platform) WEB 3, Finmo.co.uk (FinTech- Brokerage/Mortgage Platform)- UK based, Canvs.ai (AI-driven Platform- Text to Speech) Intercom integrated, etc.. I am based in Leeds, United Kingdom. I've successfully completed 25 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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Profile of Dustin G., AI/Machine Learning Developer at Softaims
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Dustin G., AI/Machine Learning Developer at Softaims

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My name is Dustin G. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: Data Science, Data Science Consultation, Python, Deep Learning, Machine Learning, etc.. I hold a degree in Bachelor of Arts (BA), Master of Science (MS). Some of the notable projects I’ve worked on include: Civo Navigate Conference Presenter: Rethinking OCR Pipelines, Data Scientist - Yang for New York, AI Consultant at Tribe AI. I am based in Austin, United States. I've successfully completed 3 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Alexis K., Full Stack Developer at Softaims

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My name is Alexis K. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Machine Learning Model, Machine Learning, Python, Artificial Intelligence, Flask, etc.. I hold a degree in Doctor of Philosophy (PhD), Bachelor's degree, Bachelor's degree. Some of the notable projects I’ve worked on include: REACT / Vercel Holding page for company, meditation-video-generator-openai 1.0.4, Automated Youtube Meditation Channel with Python, Youtube to Kindle Python Package (Public on PyPi), Screenplay to JSON OpenAI (Public on PyPi), etc.. I am based in Plymouth, United Kingdom. I've successfully completed 6 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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Profile of Fetsum A., Full Stack Developer at Softaims
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Fetsum A., Full Stack Developer at Softaims

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My name is Fetsum A. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Python, Back-End Development, ExpressJS, node.js, Flutter, etc.. I hold a degree in , Bachelor of Science (BS). Some of the notable projects I’ve worked on include: TheVillaList – Luxury Villa Booking Platform with AI Assistant, Bazar, Atrons. I am based in Addis Ababa, Ethiopia. I've successfully completed 3 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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  • Experience3 years
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Profile of Zaid A., AI/Machine Learning Developer at Softaims
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Zaid A., AI/Machine Learning Developer at Softaims

Zaid A.

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My name is Zaid A. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: Amazon SageMaker, AWS Glue, Machine Learning, Deep Learning, Data Science, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: Smart Quiz, Yooxford LMS platform, Awsan Ecommerce, Easy E-Wallet app, Remote Freelancer. I am based in Sanaa, Yemen. I've successfully completed 5 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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Profile of Sergey V., Data Scientist at Softaims
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Sergey V., Data Scientist at Softaims

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My name is Sergey V. and I have over 9 years years of experience in the tech industry. I specialize in the following technologies: AIOps, MLOps, Machine Learning, DevOps Engineering, Amazon Web Services, etc.. I hold a degree in Master of Computer Applications (MCA), Master of Computer Applications (MCA). Some of the notable projects I’ve worked on include: The AI module development, AI doctor's assistant, Smart AI Assistant development, AI-Powered Food Delivery Tool, DevOps, etc.. I am based in Kharkov, Ukraine. I've successfully completed 20 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I’m committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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  • Experience9 years
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